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Curated list for ML in FM
Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.
Follow-along Python for online Computational Fluid Dynamics ENG ME 702 @ Boston University
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
Lab projects of the Computational Methods in Physics course Y2020-21
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.
A library for scientific machine learning and physics-informed learning
Yunhe Wang's HomePage
Efficient data-driven learning of homogenized PDEs
Jupyter notebooks and other materials developed for the Columbia course APMA 4300
Couette flow and Poiseuille flow
This repository walks you through the Object Oriented Programming in python. Illustrates real world examples, working codes and going about finding a coding solution.
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
Examples of how to use machine learning algorithms in computational fluid dynamics.
A python program to categorize skin lesions as benign or melanoma based on ABCD features.
斯坦福机器学习完整 python 实现
Files for the MSE2001 course Introduction to Python for Materials Engineers
Jupyter notebook class notes for Numerical Methods for PDEs
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
Examples implementing physics-informed neural networks (PINN) in Pytorch
PINN Fluid Flow Modelling
Physics-informed neural networks for studying heat transfer in porous media
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
LaTex Poster for PS-FCN (ECCV 2018)
Drawing Comparison Figures in Scientific Research Sapers, with Lines and Bars.
A comprehensive opensource software package providing a complete pipeline from medical image data segmentation to patient specific blood flow simulation and analysis.
LaTex Poster for TOM-Net (CVPR 2018)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.